25 instruction files for AI agents, collected from hollandkevint/data-product-operator. Install any of them at an exact version with mdr add hollandkevint/data-product-operator/<name>.
hollandkevint/data-product-operator · skills/analyst/SKILL.md · Build or update an evidence graph for a data analysis by linking the question, definitions, source versions, checks…
hollandkevint/data-product-operator · skills/arbitrage-audit-data/SKILL.md · 3 diagnostic questions for evaluating data product markets through the arbitrage gap lens. Identifies whether your data…
hollandkevint/data-product-operator · skills/dashboards-to-decisions/SKILL.md · Convert dashboard requests into decision specifications. The missing layer between "build me a dashboard" and "help me…
hollandkevint/data-product-operator · skills/data-consumer-discovery/SKILL.md · Discover what internal data consumers actually need. Adapted Mom Test and JTBD for data teams. Use when conducting user…
hollandkevint/data-product-operator · skills/data-model-design/SKILL.md · Dimensional modeling and schema design for data products. Star schema patterns, slowly changing dimensions…
hollandkevint/data-product-operator · skills/data-pipeline-quality/SKILL.md · Automated data quality checks for pipelines. Testing pyramids, dbt test patterns, data contracts, circuit breakers, and…
hollandkevint/data-product-operator · skills/data-product-operator/SKILL.md · Help a data leader or data product manager choose the next decision, coordinate delivery and review outcomes across one…
hollandkevint/data-product-operator · skills/data-product-thinking/SKILL.md · First-principles reasoning for data product decisions. Frames problems as data products, not dashboards or pipelines…
hollandkevint/data-product-operator · skills/data-product-validation/SKILL.md · Score whether a data product idea is worth building before committing resources. Validation scorecard, experiment…
hollandkevint/data-product-operator · skills/data-storytelling/SKILL.md · Data presentation and storytelling for data product operators. Narrative structures, chart selection, headline…
hollandkevint/data-product-operator · skills/data-team-operating-model/SKILL.md · Team structure and operating rhythm for data product teams. Product squads, Shape Up 6-week cycles, handoff contracts…
hollandkevint/data-product-operator · skills/data-team-positioning/SKILL.md · Position data teams as strategic partners, not order-takers. The organizational "why" behind doing discovery work. Use…
hollandkevint/data-product-operator · skills/databricks-data-product-review/SKILL.md · Review a Databricks data product or proposed release using approved metadata and query evidence. Use for Unity Catalog…
hollandkevint/data-product-operator · skills/duckdb-data-profiling/SKILL.md · Profile approved CSV or Parquet files with DuckDB and produce reproducible quality and join checks. Use for local…
hollandkevint/data-product-operator · skills/ethical-risk-assessment/SKILL.md · Ethical data risk evaluation, bias testing protocols, and governance practices for data products. Use when evaluating…
hollandkevint/data-product-operator · skills/grill-me-data/SKILL.md · Decision tree exploration for data product plans. Interview relentlessly about schema decisions, consumer contracts…
hollandkevint/data-product-operator · skills/healthcare-cohort-design/SKILL.md · Turn a healthcare population question into a reviewable cohort specification and acceptance cases. Use for claims or…
hollandkevint/data-product-operator · skills/healthcare-data-readiness-debrief/SKILL.md · Debrief one healthcare data project where preparation took more work than expected. Use a project summary or short…
hollandkevint/data-product-operator · skills/healthcare-data-reconciliation/SKILL.md · Investigate disagreements between healthcare source records and downstream outputs. Use for claims/RCM totals, HL7/FHIR…
hollandkevint/data-product-operator · skills/research-synthesis-data/SKILL.md · Convert raw discovery notes into structured insights using atomic research methods adapted for data products. Use when…
hollandkevint/data-product-operator · skills/stakeholder-alignment/SKILL.md · Translates between technical data teams and business stakeholders. Use when preparing stakeholder updates, translating…